Yonatan Bitton
26 papers · 2021–2025 · 10 venues · across top CS/AI venues
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multimodal learning
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visual question answering
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Papers
Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions
NAACL 2025
Contrastive Sequential-Diffusion Learning: Non-Linear and Multi-Scene Instructional Video Synthesis
WACV 2025
EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits
ACL 2025
NL-Eye: Abductive NLI For Images
ICLR 2025
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation
EMNLP 2025
VideoPhy: Evaluating Physical Commonsense for Video Generation
ICLR 2025
Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision
ICLR 2025
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains
ACL 2024
DataComp-LM: In search of the next generation of training sets for language models
NeurIPS 2024
DOCCI: Descriptions of Connected and Contrasting Images
ECCV 2024
Generating Coherent Sequences of Visual Illustrations for Real-World Manual Tasks
ACL 2024
ImageInWords: Unlocking Hyper-Detailed Image Descriptions
EMNLP 2024
Mismatch Quest: Visual and Textual Feedback for Image-Text Misalignment
ECCV 2024
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies
NAACL 2024
VideoCon: Robust Video-Language Alignment via Contrast Captions
CVPR 2024
Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models
NeurIPS 2024
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images
ICCV 2023
DataComp: In search of the next generation of multimodal datasets
NeurIPS 2023
IRFL: Image Recognition of Figurative Language
EMNLP 2023
q2d: Turning Questions into Dialogs to Teach Models How to Search
EMNLP 2023
VASR: Visual Analogies of Situation Recognition
AAAI 2023
VisIT-Bench: A Dynamic Benchmark for Evaluating Instruction-Following Vision-and-Language Models
NeurIPS 2023
What You See is What You Read? Improving Text-Image Alignment Evaluation
NeurIPS 2023
WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models
NeurIPS 2022
Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA
NAACL 2021
Data Efficient Masked Language Modeling for Vision and Language
EMNLP 2021